VL007 · IN SCOPING
AI Operations
From customer analysis to operational follow-through.
An operations assistant being scoped for scheduled staff checks, stock routines, follow-up and owner reporting, with tools added in stages.
The customer-number analysis
An earlier business review examined how sales reporting, customer records and incoming enquiries connect. The central finding: product-level reports could show what was sold without providing a joined-up view of the customer relationship.
The proposal centred on a customer number shared across counter, email and phone interactions, creating a basis for repeat orders, account history and follow-up.
| finding | proposed response |
|---|---|
| Separate customer records | Join interactions around one customer identifier. |
| Product-focused reporting | Review customer relationships, repeat business and accounts requiring follow-up. |
| Manual ordering hand-offs | Introduce an ordering route for repeat customers with saved requirements. |
| Unproven rollout assumptions | Start with customer capture; assess adoption before adding later stages. |
Current scope
The analysis and proposal are completed work. The operations assistant is a separate implementation now being scoped. Scheduled checks, staff responses, exception follow-up and owner reporting form the intended starting point.
This portfolio summary omits client identities, account details and private financial figures.